Machine Learning Engineer, Ads Targeting
Core
Apply machine learning models to scale ad budgets by understanding user interest and intention, building large-scale foundations for data processing and serving for next-generation ad targeting products.
Role type
Senior IC machine learning engineer (ads targeting)
Builds
Scalable platforms and pipelines for ads targeting products (custom audience, interest, behavior, lookalike, auto targeting)
Domain
Online advertising / Machine Learning
Deliverable
production ML models
Required skills
machine learning, deep learning, statistical models, applied mathematical methods, Python, C++, Go, high-load systems, online experimentation, analytics, big data systems (Hadoop, Spark)
Preferred skills
reinforcement learning, transfer learning, counter-factual optimization, user modeling with deep learning, privacy preserving modeling, ads ranking/retrieval/targeting systems, recommender systems
Responsibilities
Develop state-of-the-art applied machine learning projects, own key targeting components or strategies in the ads monetization ecosystem, build scalable platforms and pipelines for ads targeting products, work with product and business teams on product vision
